hyunsungkim-ds / soccercpdLinks
[KDD 2022] SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracking Data
☆31Updated last year
Alternatives and similar repositories for soccercpd
Users that are interested in soccercpd are comparing it to the libraries listed below
Sorting:
- Measuring soccer player's creativity☆51Updated last year
- Better Prevent than Tackle: Valuing Defense in Soccer Based on Graph Neural Networks☆13Updated 9 months ago
- U.S. Soccer Federation 2023 MIT Sloan Sports Analytics Conference Graph Neural Network soccer research repository☆108Updated last year
- [KDD 2023] Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM☆27Updated 2 years ago
- optasoccer is a Python library for reading opta soccer data☆11Updated last year
- Python package for streamlined analysis of sports data.☆100Updated last month
- Synchronize soccer event and tracking data☆41Updated last year
- SoccerMix is a soft clustering technique based on mixture models that decomposes event stream data into a number of prototypical actions …☆44Updated 5 years ago
- A work in progress repository to create a digital representation of football broadcast footage⚽.☆12Updated 4 years ago
- ☆82Updated 2 years ago
- A Python package for training and analyzing expected goals (xG) models in soccer.☆207Updated last year
- overview into resources for analyzing the games, working with the data and showcasing applications of the broadcast tracking data.☆17Updated 4 years ago
- ☆77Updated 2 years ago
- Learning From the Pros: Extracting Professional Goalkeeper Technique from Broadcast Footage☆15Updated 3 years ago
- ☆21Updated last year
- ☆15Updated 4 months ago
- get football tracking data from TV broadcast using yoloV5, Deep sort☆80Updated 3 years ago
- Last row tracking data and code☆91Updated 5 years ago
- Repository for the 'Player Chemistry: Striving for a Perfectly Balanced Soccer Team' paper.☆33Updated 2 years ago
- This project aims to rate football players using data and statistics recorded from the last match they participated in. Much of the code …☆12Updated 4 years ago
- ☆11Updated 3 years ago
- SkillCorner Open Data with 10 matches of broadcast tracking data.☆270Updated 3 weeks ago
- Package to visualize soccer data☆143Updated 2 years ago
- Identify young outliers in football.☆26Updated last year
- Implementation of the construction of team models representing the offensive style of play of soccer teams, and analysis based on these m…☆10Updated 3 years ago
- A repository for football analytics☆48Updated 2 years ago
- A custom react component for Streamlit for working with soccer tracking data☆21Updated 10 months ago
- Sergio Llana's passing network plots with eventing and tracking football data☆132Updated 5 years ago
- The unravelsports package aims to aid researchers, analysts and enthusiasts by providing intermediary steps in the complex process of tur…☆206Updated 3 months ago
- A Python package for data visualisation for football analytics.☆82Updated 4 years ago